Title
A Hybrid Approach Based on Genetic Algorithms in Conjunction with Statistical Methods for the Diagnosis of Breast Cancer
Date of this Version
12-1-2006
Document Type
Book Chapter
Abstract
This chapter reviews and presents genetic algorithms and statistical methods based approach for early detection and classification of breast cancer using digital mammography. A feature selection using genetic algorithms and statistical methods have been combined and a hybrid system has been developed and tested on a benchmark database. A comparative analysis of the results is included in this chapter.
This document has been peer reviewed.
Publication Details
Verma, Brijesh, Zhang, Ping and Kumar, Kuldeep (2006) A Hybrid Approach Based on Genetic Algorithms in Conjunction with Statistical Methods for the Diagnosis of Breast Cancer is a book chapter found in Advanced Computational Methods for Biocomputing and Bioimaging, Pham, Tuan D., Yan, Hong and Crane, Denis I. editors, Nova Science Publishers, 2006, New York.
To obtain a copy of this book contact Nova Science Publishers
2006 HERDC submission